Aspect term-polarity pair extraction on Twitter (D_T)
60.92PrecisionSPANBase
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SPANBaseBackbone=BERT-Base2020.09 | 60.92 | 52.24 | 56.21 | |
| SPANLargeBackbone=BERT-Large2020.09 | 60.72 | 55.02 | 57.69 | |
| GRACE2020.09 | 58.36 | 58.22 | 58.28 | |
| BERT-E2E-ABSA2020.09 | 57.63 | 54.47 | 55.94 | |
| GRACEpost-training on BERT-Base=false2020.09 | 57.26 | 58.86 | 58.04 | |
| GRACEvirtual adversarial training=false2020.09 | 56.81 | 58.41 | 57.58 | |
| DOER2020.09 | 55.54 | 47.79 | 51.37 | |
| GRACEgradient harmonized loss=false2020.09 | 55.53 | 55.62 | 55.56 | |
| E2E-TBSA2020.09 | 53.08 | 43.56 | 48.01 |